FINDING #3730 · UNIT ID 1131107802
FlorianBruniaux/claude-code-ultimate-guide
The most comprehensive Claude Code guide: agentic workflows, hooks, skills, MCP servers, quizzes, and production-ready templates. 430K+ lines.
SURPRISE SCORE
0.00
Score Breakdown
SCORE = SURPRISE × ENGAGEMENT^0.7 × FRESHNESS × VISIBILITY × CONFIDENCE
SURPRISE = WINDOW STARS / DAYS / (AUDIENCE + FLOOR)
99% OF STARS IN ARCHIVE
[BOT] SUSPECTED STAR BOT — SCORE PENALIZED. SIGNATURES:
S2 · NO EXTERNAL ISSUE/PR AUTHORS DESPITE 100+ STARS
S5 · PREDATES WINDOW, YET HALF+ OF ALL ITS STARS LANDED IN IT
S7 · THIS REPO IS ~ALL OF THE OWNER'S STARS
Growth Telemetry
VELOCITY /D
30.13
ACCEL
-0.05
RETENTION
10.9%
PEAK 2026-03-09 · FORK-RETENTION 0.0% · 5,423 STARS / WINDOW
Author Audience
AUDIENCE
1,184
FOLLOWERS
586
OWNER ★
5,982
Engagement Signals
FORKS
717
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 5,423 / 5,423 (DIVERSITY 1.00)
Why This Is A Finding
FlorianBruniaux/claude-code-ultimate-guide собрал 5,423 звёзд за окно, тогда как у автора всего 586 подписчиков — эффективная аудитория ≈ 1,184. Это даёт surprise-индекс 0.0246 (звёзды относительно охвата автора, а не в абсолюте). Удержание форков 0.0% и 0 внешних контрибьюторов отделяют реальный инструмент от разовой вспышки. Акселерация отрицательная — внимание остывает после пика.
Related Findings
RANKS ABOVE 37% OF 5944 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 5944 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.000.00-0.00ABOVE 37%
VELOCITY30.133.29+26.83ABOVE 96%
RETENTION10.9%11.3%-0.5 PPABOVE 49%
FORKS71799+618ABOVE 91%
SURPRISE0.020.01+0.01ABOVE 85%